Deepfake Detection on CDF v2 (test)
0.911Video-level AUCLSDA
Evaluation Results
| Method | Links | |
|---|---|---|
| LSDATraining Dataset=FF++_c232023.11 | 0.911 | |
| LAA-Former-BTraining set (Real)=✓, Training set (Fake)=×2026.04 | 0.9093 | |
| SBIPublication=CVPR'22, Training Dataset=FF++_c23, Note=Reproduced with official code2023.11 | 0.906 | |
| PCL+I2GPublication=ICCV'21, Training Dataset=FF++_c232023.11 | 0.9 | |
| AltFreezingPublication=CVPR'23, Training Dataset=FF++_c232023.11 | 0.895 | |
| LAA-Swin-BTraining set (Real)=✓, Training set (Fake)=×2026.04 | 0.8939 | |
| LAA-Swin-STraining set (Real)=✓, Training set (Fake)=×2026.04 | 0.883 | |
| LAA-Former-STraining set (Real)=✓, Training set (Fake)=×2026.04 | 0.8823 | |
| FTCNPublication=ICCV'21, Training Dataset=FF++_c232023.11 | 0.869 | |
| LAA-NetVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=×2026.04 | 0.8628 | |
| RealForensicsPublication=CVPR'22, Training Dataset=FF++_c232023.11 | 0.857 | |
| ICTPublication=CVPR'22, Training Dataset=FF++_c232023.11 | 0.857 | |
| DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=EFN-B42026.04 | 0.8317 | |
| LSDAVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 0.83 | |
| LipForensicsPublication=CVPR'21, Training Dataset=FF++_c232023.11 | 0.824 | |
| DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=ViT-B2026.04 | 0.8046 | |
| HCILPublication=ECCV'22, Training Dataset=FF++_c232023.11 | 0.79 | |
| SBIVenue=CVPR’22, Training set (Real)=✓, Training set (Fake)=×2026.04 | 0.7859 | |
| CADDMVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 0.7316 |